Encode Feature

Create Dummy/Transform Dummy/Convert Factor/Transform Factor

Create Dummy

Input Data

	Inputs
Target Data	Input data
Output Name	Name of the output after creating dummy variables
Dummy info.	Name of the 'dummy' value created by the task
Dummy Variables	Variables to be dummy variables

[Task Information of Create Dummy]

Transform Dummy

Input Data

	Inputs
Target Data	Input data
Output Name	Name of the output after creating dummy variables
Dummy info.	Dummy Info. created when running 'Create Dummy'

[Task Information of Transform Dummy]

Convert Factor

Input Data

	Inputs
Target Data	Input data
Output Name	Name of the output after converting variables to factor
Factor info.	Name of the 'Factor' value created by the task
to Factor	Variables to be converted into factor

[Task Information of Convert Factor]

Transform Factor

Input Data

	Inputs
Target Data	Input data
Output Name	Name of the output after converting variables to factor
Factor info.	Factor Info. created when running 'Convert Factor'

R Packages

Create Dummy, Transform Dummy: https://www.rdocumentation.org/packages/dummies/versions/1.5.6/topics/dummy

Convert Factor, Transform Factor:

https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/factor